Machine Learning Enhancement of Micro-CT Based Micromechanics of Composite Materials KU Leuven
1) Prediction of effective mechanical properties of random composite materials based on structure tensor analysis of high-resolution micro-CT images. 2) Construction of high-quality micro-CT images of the microstructure of composite materials using machine learning methods to make scanned volume representative: a) by reconstructing a high-resolution image from several images of lower quality, b) by expanding and predicting possible patterns ...